void SetUp() {
shared_ptr<core::table::column_table> table(new core::table::column_table);
core::nearest_neighbor::lsh::config conf;
nearest_neighbor_.reset(new driver::nearest_neighbor(
shared_ptr<core::nearest_neighbor::nearest_neighbor_base>(
new core::nearest_neighbor::lsh(conf, table, "")),
make_fv_converter()));
}
void SetUp() {
core::anomaly::lof_storage::config lof_config;
lof_config.nearest_neighbor_num = 10;
lof_config.reverse_nearest_neighbor_num = 30;
core::recommender::euclid_lsh::config lsh_config;
lsh_config.hash_num = 8;
lsh_config.table_num = 8;
lsh_config.probe_num = 8;
lsh_config.bin_width = 8.2;
lsh_config.seed = 1234;
anomaly_.reset(new driver::anomaly(
shared_ptr<anomaly_base>(
new core::anomaly::lof(lof_config,
shared_ptr<core::recommender::recommender_base>(
new core::recommender::euclid_lsh(lsh_config)))),
make_fv_converter()));
}
void SetUp() {
core::anomaly::light_lof::config lof_config;
lof_config.nearest_neighbor_num = 3;
lof_config.reverse_nearest_neighbor_num = 3;
shared_ptr<table::column_table> lsh_table(
new table::column_table);
core::nearest_neighbor::euclid_lsh::config lsh_config;
shared_ptr<core::nearest_neighbor::nearest_neighbor_base> lsh(
new core::nearest_neighbor::euclid_lsh(lsh_config, lsh_table, "id"));
unlearner::lru_unlearner::config unlearner_config;
unlearner_config.max_size = 5;
jubatus::util::lang::shared_ptr<unlearner::unlearner_base> unlearner(
new unlearner::lru_unlearner(unlearner_config));
anomaly_.reset(new anomaly(
shared_ptr<anomaly_base>(
new core::anomaly::light_lof(
lof_config, "id", lsh, unlearner)),
make_fv_converter()));
}
void SetUp() {
recommender_.reset(new driver::recommender(
jubatus::util::lang::shared_ptr<core::recommender::recommender_base>(
new core::recommender::inverted_index),
make_fv_converter()));
}
void SetUp() {
classifier_.reset(new driver::classifier(
GetParam(),
make_fv_converter()));
}
